{"id":"W2913597401","doi":"10.1016/j.msard.2019.02.007","title":"Time between expanded disability status scale (EDSS) scores","year":2019,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"Pharmaceuticals Bayer; National Institutes of Health; Multiple Sclerosis Society of Canada; Bayer; Celgene; Biogen; Nancy Davis Foundation for Multiple Sclerosis; EMD Serono; Novartis; Genentech; Multiple Sclerosis Society; Roche; University of Toronto; Genzyme; Sanofi; Merck","keywords":"Expanded Disability Status Scale; Medicine; Multiple sclerosis; Scale (ratio); Physical therapy; Physical medicine and rehabilitation; Gerontology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004261688,0.0004027759,0.0008098529,0.0001393086,0.0003157044,0.00006438011,0.0001564382,0.0002937965,0.0009437166],"category_scores_gemma":[0.0004503216,0.0003154899,0.0002668426,0.000460556,0.0009909485,0.0002209157,0.0002867485,0.0005501825,0.0005473699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356879,"about_ca_system_score_gemma":0.00005830949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005625062,"about_ca_topic_score_gemma":0.0001303312,"domain_scores_codex":[0.9968103,0.0001592053,0.0005906739,0.0008574001,0.000647836,0.0009346383],"domain_scores_gemma":[0.9980215,0.0005424384,0.0001266432,0.000667081,0.0001104383,0.0005319131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002489775,0.0003360295,0.9291013,0.0001450764,0.000295937,5.616493e-7,0.0008282701,0.00002869526,0.01605562,0.000003597577,0.0004920163,0.05246388],"study_design_scores_gemma":[0.007495625,0.0003661316,0.9859443,0.0002965897,0.0001124563,0.000001462446,0.0007697126,0.002287023,0.0007387022,0.00006676855,0.001545267,0.0003759323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916899,0.00123437,0.000005871007,0.001356585,0.0001486474,0.001640577,0.00009726853,0.0002338949,0.003592841],"genre_scores_gemma":[0.9940032,0.004130106,0.0002783897,0.00006135748,0.0000576425,0.00006897638,0.0001517126,0.00006535138,0.001183224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05684298,"threshold_uncertainty_score":0.9999695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02749650960938173,"score_gpt":0.2690450577015438,"score_spread":0.2415485480921621,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}